Georgiana Marincas

I'm a Senior Software Test Engineer with a Ph.D. and 6+ years of experience building quality into automotive embedded systems — from ADAS platforms for BMW, Volvo, and Porsche to safety-critical E2E braking systems for VAG Group. What drives me is the moment when a well-designed automated test catches a critical bug before it reaches production. Over the years, I've automated 1,570+ test cases across HIL environments, reducing test execution time by an average of 91% — and once, cutting a team's workload from 2 engineers to 1 on a full VAG platform project. My background spans the full test lifecycle: AUTOSAR ECU validation, ASPICE SWE.4/SWE.5 processes, CAN/XCP signal analysis, and CI/CD integration with Jenkins and GitHub Actions. I'm also deeply invested in what comes next — I'm completing a 16-month AI Engineering program (Python · PyTorch · TensorFlow · LangChain · LangGraph · OpenCV) and I'm genuinely excited about applying structured testing methodologies to AI/ML systems. Core expertise: CAPL · EXAM · T32 · CANape · INCA · DSpace · DOORS · Code Beamer · Docker · GIT AI stack: Python · PyTorch · TensorFlow · scikit-learn · LangChain · LangGraph · Ollama · Hugging Face · OpenCV Based in Timisoara hybrid · Open to remote and international opportunities I'm currently open to new opportunities in: -Senior / Lead Software Test Engineer (automotive embedded) -DevOps Engineer (CI/CD · Docker · Jenkins) -AI Systems Testing / AI Engineer (junior-mid) Feel free to reach out — I'd love to connect